Group Theoretical Methods in Image Processing

Download or read book Group Theoretical Methods in Image Processing written by Reiner Lenz and published by Springer. This book was released on 2014-03-12 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume the author gives an introduction to the theory of group representations and their applications in image science. The main feature of the presentation is a systematic treatment of the invariance principle in image processing and pattern recognition with the help of group theoretical methods. The invariance properties of a problem often largely define the solution to the problem. Invariance principles are well known in theoretical physics but their use in image processing is only a few years old. The reader will find that group theory provides a unifying framework for many problems in image science. The volume is based on graduate-level lectures given by the author, and the book is intended for students and researchers interested in theoretical aspects of computer vision.